🏭 Manufacturing Agents

Factory uptime. Sovereign execution.

Deploy autonomous manufacturing agents for quality control, predictive maintenance, and supply chain visibility—on your infrastructure. OT data and production schedules never leave your environment.

OT data and designs stay in your VPC. Zero data egress.
Integrates with Siemens, Rockwell, SAP, Oracle.
Agents are one-time assets. Annual Assurance covers updates.
Industrial Data Sovereignty
  • Product designs and IP stay on-prem
  • Production schedules you control
  • Sensor data stays on your edge/cloud
  • No third-party training on your defects
👁️ Quality Control
⚙️ Predictive Maintenance
📦 Supply Chain Monitor
📅 Production Scheduling

Plants run 24/7. Processes are reactive.

Your plant managers want to optimize. Your team is stuck fighting fires.

  • Manual quality control misses microscopic defects, leading to costly recalls.
  • Machine downtime is unexpected. Maintenance happens only after something breaks.
  • Supply chain blind spots cause raw material shortages that halt production lines.
  • Scheduling is manual and static. Re-shuffling for rush orders takes hours.
  • Every SaaS AI tool wants to process your proprietary data on public cloud infrastructure you don't control.
  • Procurement teams chase suppliers manually via email, wasting valuable time.
60%
reduction in false defect alarms with AI vision

Your facility generates terabytes of data. Instead of using it to predict failure, you use it to explain why failure happened. The thread between sensor data and operational action breaks.

Measurable outcomes across the factory floor

Deploy autonomous agents that handle monitoring and scheduling while your team focuses on engineering and output.

95%
Faster Scheduling

Automated dynamic re-scheduling based on machine availability and rush orders.

3-5x
ROI on Maint.

Preventing a single line-down event pays for the predictive maintenance agent.

60%
Faster Supplier Onboarding

Automated procurement agents handle supplier chasing and ERP updates.

20%
Inventory Reduction

Optimized safety stock levels based on predictive demand models.

Agents trained on your lines. Not generic models.

We treat manufacturing agents like new engineers—trained on your specific machinery, your defect catalogs, your safety protocols. They earn autonomy by spotting issues that meet your standards.

01

Architect the Outcome

Define your defect tolerances, maintenance thresholds, and scheduling rules. We write the Agent Job Description together: what constitutes a defect, when to stop the line, what materials to order. Your protocols. Your controls.

02

Engineer the Reality

Deploy Loom on your infrastructure (Edge or Cloud). Connect to PLC/SCADA systems, ERPs, and cameras. Train agents on your historical sensor data and defect images. Build custom processes with Weaver.

03

Hand Over the Keys

You own the agents, the sensor data, and the complete decision history. Your team is trained to operate and extend. Weaver transfers to you—build the next industrial workflow without us.

Production-ready manufacturing agents. Deploy in days.

Start fast with Marketplace agents. Build deep with Weaver for custom workflows. Either way, your OT data stays on your infrastructure.

👁️

Quality Control Agent

Computer Vision · Inspection · Defect

Uses cameras to inspect products for microscopic defects, cracks, or color inconsistencies. Reduces "pseudo-failures" (false alarms) by ~60%. Models can be trained on just a few images to start.

Your defect library. Your vision models. Images stay on-prem.

Learn More →
📦

Supply Chain Monitor Agent

Visibility · Prediction · Logistics

"Control Tower" agent that predicts shipping delays and material shortages. Integrates with logistics data to identify detention/demurrage risks before they cost you money.

Your shipping data. Your risk models. Supply chain visibility stays sovereign.

Learn More →
⚙️

Predictive Maintenance Agent

Vibration · Heat · Failure Prediction

Listens to machine vibrations and heat sensors to predict bearing failures or motor burnouts days in advance. Targets 3-5x ROI by preventing catastrophic line-down events.

Your sensor data. Your asset health models. Maintenance data stays internal.

Learn More →
📅

Production Scheduler Agent

Dynamic Scheduling · Optimization

Dynamically re-shuffles the daily production schedule based on unexpected downtime, worker absence, or rush orders. Automates 4 hours of planning work into 5 minutes.

Your production constraints. Your schedule logic. Data stays on your ERP.

Learn More →
📊

Inventory Optimizer Agent

JIT · Safety Stock · Forecasting

Balances "Just-in-Time" with "Just-in-Case." Predicts exact safety stock needs based on seasonality and lead times. Maintains service levels while slashing inventory holds by 20%.

Your demand data. Your inventory rules. Forecasts stay confidential.

Learn More →
🛒

Procurement Agent

Supplier Chasing · ERP Updates

Automates the "chasing" of suppliers. Sends emails to check on late orders, updates the ERP automatically, and speeds up supplier onboarding by 60%.

Your supplier relationships. Your ERP data. Procurement logic runs locally.

Learn More →
🦺

Safety Monitor Agent

PPE Detection · Hazard Alert

Uses computer vision to monitor for safety compliance—detecting missing PPE (helmets, vests) or unauthorized access to hazardous zones. Alerts floor managers instantly to prevent accidents.

Your safety protocols. Video feeds processed locally on Edge.

Learn More →
🔐

OT Security Agent

Network Monitoring · Threat Detection

Monitors Operational Technology (OT) networks for anomalous behavior. Detects unauthorized access or unusual command patterns sent to PLCs. Secures the factory floor from cyber threats.

Your network traffic. Your security baselines. Threat data stays internal.

Learn More →

Plugs into your Factory Stack. No rip-and-replace.

Your ERP. Your MES. Your Edge.

Loom deploys as an intelligent layer above your existing manufacturing stack—not a replacement. Connect to your current systems through standard APIs and Industrial Protocols (OPC UA, MQTT). Same data sources. Same security controls. New operational velocity.

ERP: SAP, Oracle, Microsoft Dynamics
Industrial: Siemens, Rockwell Automation, Aveva
Supply Chain: Blue Yonder, Project44
Cloud/Edge: AWS IoT, Azure IoT Edge
🏗️
SAP
Siemens
🔮
Oracle
🔧
Rockwell
☁️
Azure IoT
🔌
OPC UA

Your Plant Managers know the lines. Capture that.

Weaver turns operational expertise into production logic.

Your best floor managers know things that aren't in the manual—the sound a motor makes before it fails, the visual cue of a bad batch, the trick to scheduling around the holiday rush. That institutional knowledge usually retires with them.

Weaver captures it. Our engineers sit with your plant experts. Weaver translates how they actually run the factory into agent logic that runs at scale. Custom agents in weeks, not months.

Weaver transfers to you. Build future manufacturing agents yourself.
Train agents on your specific machinery and production data.
Full source code. Extend and modify without asking permission.
1
Plant managers describe how they identify defects or plan schedules
2
Weaver converts conversation into executable agent logic
3
Test against historical production data, refine with feedback
4
Production agent optimizing lines with your operational DNA

Agents you buy. Platform you subscribe to keep safe.

You own the agents outright—one-time purchase, full source code. Annual Assurance keeps your platform secure with updates to Sentinel and Gateway.

🤖

Agents (One-Time)

Pay once. Own the asset. Full source code on Google ADK. Cloud-agnostic. Fully portable.

🏗️

Loom Platform

Deployed on your infrastructure. OT data and production schedules never leave your environment.

🛡️

Annual Assurance

Security updates (Sentinel), model compatibility (Gateway), and platform support. You own agents; you subscribe to safety.

🔧

Weaver Builder

Build future manufacturing agents independently. Your team trained to operate and extend.

Stop Reactive Maintenance. Start Autonomous Manufacturing.

30-minute architecture review. We'll identify your first manufacturing agent and map the path from thread to fabric. 4-8 weeks from kickoff to production.

Book a Review